Calibration of Controlled Markov Chains for Predicting Pedestrian Crossing Behavior Using Multi-objective Genetic Algorithms.
Jingyuan WuJohannes RuenzMatthias AlthoffPublished in: ITSC (2019)
Keyphrases
- markov chain
- multi objective genetic algorithms
- steady state
- transition probabilities
- finite state
- markov processes
- monte carlo
- stochastic process
- random walk
- markov process
- monte carlo method
- multi objective optimization
- multi objective
- probabilistic automata
- markov model
- state space
- stationary distribution
- transition matrix
- assemble to order systems
- multi objective genetic algorithm
- machine learning
- evolutionary algorithm
- search algorithm
- neural network